{"id":"https://openalex.org/W2201663336","doi":null,"title":"The role of algorithms in the detection and treatment of depression in primary care.","display_name":"The role of algorithms in the detection and treatment of depression in primary care.","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2201663336","mag":"2201663336","pmid":"https://pubmed.ncbi.nlm.nih.gov/12625795"},"language":"en","primary_location":{"id":"pmid:12625795","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/12625795","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of clinical psychiatry","raw_type":"Comparative Study"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026528343","display_name":"Michael S. Klinkman","orcid":"https://orcid.org/0000-0003-4182-1676","observed_orcids":["https://orcid.org/0000-0003-4182-1676"]},"institutions":[{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael S Klinkman","raw_affiliation_strings":["Briarwood Family Practice Center and the Department of Family Medicine, University of Michigan Health System, Ann Arbor, USA. mklinkma@umich.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Briarwood Family Practice Center and the Department of Family Medicine, University of Michigan Health System, Ann Arbor, USA. mklinkma@umich.edu","institution_ids":["https://openalex.org/I4210114445"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026528343"],"corresponding_institution_ids":["https://openalex.org/I4210114445"],"apc_list":null,"apc_paid":null,"fwci":1.1575,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.77664358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"64 Suppl 2","issue":null,"first_page":"19","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11071","display_name":"Treatment of Major Depression","score":0.4578000009059906,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology (medical)"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11071","display_name":"Treatment of Major Depression","score":0.4578000009059906,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology (medical)"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10272","display_name":"Mental Health Treatment and Access","score":0.4138000011444092,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10853","display_name":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","score":0.07159999758005142,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/depression","display_name":"depression","score":0.9580000042915344},{"id":"https://openalex.org/keywords/primary-care","display_name":"primary care","score":0.9549999833106995},{"id":"https://openalex.org/keywords/treatment-algorithm","display_name":"treatment algorithm","score":0.6470000147819519},{"id":"https://openalex.org/keywords/depression-detection","display_name":"depression detection","score":0.8230000138282776},{"id":"https://openalex.org/keywords/antidepressant-treatment","display_name":"antidepressant treatment","score":0.925000011920929},{"id":"https://openalex.org/keywords/underdiagnosis-of-depression","display_name":"underdiagnosis of depression","score":0.8730000257492065},{"id":"https://openalex.org/keywords/treatment-guidelines","display_name":"treatment guidelines","score":0.6290000081062317},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.39899998903274536}],"concepts":[{"id":"https://openalex.org/C2984752397","wikidata":"https://www.wikidata.org/wiki/Q3259956","display_name":"Primary care","level":2,"score":0.8487660884857178},{"id":"https://openalex.org/C20387591","wikidata":"https://www.wikidata.org/wiki/Q930752","display_name":"Specialty","level":2,"score":0.7273222208023071},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.7175953388214111},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5339224338531494},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.49328964948654175},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.4824002981185913},{"id":"https://openalex.org/C2781158071","wikidata":"https://www.wikidata.org/wiki/Q55379489","display_name":"Primary care physician","level":3,"score":0.4479246139526367},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.3832976818084717},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37795090675354004},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32832813262939453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10199117660522461},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000928","descriptor_name":"Antidepressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003866","descriptor_name":"Depressive Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003866","descriptor_name":"Depressive Disorder","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D003866","descriptor_name":"Depressive Disorder","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010818","descriptor_name":"Practice Patterns, Physicians'","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011570","descriptor_name":"Psychiatry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017410","descriptor_name":"Practice Guidelines as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"pmid:12625795","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/12625795","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of clinical psychiatry","raw_type":"Comparative Study"},{"id":"mag:2201663336","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/12625795","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2054782077","https://openalex.org/W192540822","https://openalex.org/W2429436534","https://openalex.org/W2415162991","https://openalex.org/W2018638113","https://openalex.org/W2437457144","https://openalex.org/W2345125660","https://openalex.org/W2033362985","https://openalex.org/W2147695183","https://openalex.org/W2801631619"],"abstract_inverted_index":{"Many":[0],"depressed":[1],"patients":[2,87],"present":[3],"to":[4,29,83,92,98,122,166],"primary":[5,17,42,125,140,150,167],"care":[6,18,25,43,71,153,168],"physicians":[7,19,26],"instead":[8],"of":[9,61,137,158],"psychiatrists,":[10],"and":[11,21,31,58,63,97,135,151,155,161],"several":[12],"studies":[13],"have":[14],"found":[15],"that":[16,52,163],"underdiagnose":[20],"undertreat":[22],"depression.":[23],"Primary":[24,70],"may":[27],"fail":[28],"diagnose":[30],"treat":[32],"depression":[33,37,79,138],"for":[34],"many":[35,46],"reasons:":[36],"as":[38,68],"it":[39,65],"appears":[40],"in":[41,45,54,80,105,124,139],"is":[44,66],"ways":[47],"a":[48],"different":[49,67],"disease":[50],"than":[51],"seen":[53],"the":[55,59,100,106,130,133,146,149],"psychiatric":[56],"setting,":[57],"process":[60],"detecting":[62],"treating":[64],"well.":[69],"clinicians":[72],"face":[73],"2":[74],"main":[75],"tasks":[76],"when":[77],"addressing":[78],"routine":[81],"practice:":[82],"accurately":[84],"identify":[85],"those":[86],"who":[88],"are":[89,119,164],"most":[90],"likely":[91],"benefit":[93],"from":[94],"antidepressant":[95],"treatment":[96,102,136,159],"provide":[99],"best":[101],"options":[103],"possible":[104],"limited":[107],"time":[108],"available":[109],"per":[110],"visit.":[111],"Treatment":[112],"algorithms":[113,162],"can":[114],"be":[115],"useful,":[116],"but":[117],"they":[118],"often":[120],"difficult":[121],"apply":[123],"care.":[126],"This":[127],"article":[128],"reviews":[129],"evidence":[131],"about":[132],"detection":[134],"care,":[141],"examines":[142],"current":[143],"research":[144],"on":[145],"differences":[147],"between":[148],"specialty":[152],"environments,":[154],"discusses":[156],"aspects":[157],"guidelines":[160],"important":[165],"physicians.":[169]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}